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Papers Benchmarks Datasets Tasks

Object Addition research benchmarks · SOTA2 Research

Object Addition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pexels+DAVIS+VACEBench Object Addition (test)

26.1PSNR

9

Jun 23, 2026

SE360 1.0 (test)

29.354CSpers

9

Feb 26, 2026

ADE20K Room (test)

16.32FID

7

Feb 26, 2026

Cityscapes (test)

6.29FID

7

Feb 26, 2026

Occlusion-Bench

20.58Instance FID (Frame)

6

May 25, 2026

100YN-Acc

6

Mar 17, 2026

360-degree Panorama User Study Set 30 samples 1.0 (test)

4.47Consistency

5

Feb 26, 2026

3D-FRONT liv (test)

63.87OOB Score

4

Mar 24, 2026

3D-FRONT bed (hold-out test)

97.7OOB

4

Mar 24, 2026

3D-FRONT all (test)

7.61OOB

3

Mar 24, 2026

Popular datasets

3D-Front ADE20K Cityscapes SE360 360-degree Panorama User Study Set

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